Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses

Eslam Abdelaleem, Ilya Nemenman, K. Michael Martini

Variational dimensionality reduction methods are widely used for their accuracy, generative capabilities, and robustness. We introduce a unifying framework that generalizes both su…